oneshotlm

What's new

1394 builds · 41 models · 34 prompts · updated 2026-07-31

  1. New Features

    Compare any models across every prompt

    A new side-by-side grid: pick up to 10 models and see how each one built every prompt, in one scrollable table.

    Read update →
  2. Blog

    Kimi K3 vs Claude Opus 4.8, one shot each

    We ran Moonshot's new Kimi K3 and Claude Opus 4.8 through the same 34 one-shot prompts, same harness, and they finish within a hair of each other — K3 at 3.24 average, Opus at 3.12. The interesting part is where each one misses.

    kimi-k3 — Fluid simulation CLEAN
    kimi-k3
    claude-opus-4.8 — Fluid simulation PARTIAL
    claude-opus-4.8
    kimi-k3 — Reaction-diffusion CLEAN
    kimi-k3
    claude-opus-4.8 — Reaction-diffusion BLANK
    claude-opus-4.8
    Read update →
  3. New Models

    Added Moonshot Kimi K3

    Moonshot shipped Kimi K3, a million-token model, so we added it to the matrix and ran all 34 one-shot prompts against it — same harness, same single-shot rules as every other build in the gallery.

    kimi-k3 — Fluid simulation CLEAN
    kimi-k3
    kimi-k3 — Boids flocking CLEAN
    kimi-k3
    kimi-k3 — Fireworks CLEAN
    kimi-k3
    kimi-k3 — Double pendulum CLEAN
    kimi-k3
    Read update →
  4. New Models

    Added GLM-5.2, MiMo v2.5 and 3 more models

    Five more models joined the matrix this week, and we re-ran every prompt against them. The alien-shooter build is a good stress test: it needs a game loop, collision, and input handling all in one file, so the gap between models shows up fast.

    deepseek-v4-pro — Top-down alien shooter CLEAN
    deepseek-v4-pro
    kimi-k2.7-code — Top-down alien shooter PARTIAL
    kimi-k2.7-code
    glm-5.2 — Top-down alien shooter BROKEN
    glm-5.2
    minimax-m2.7 — Top-down alien shooter BLANK
    minimax-m2.7
    Read update →
  5. New Features

    Two-tier artifact evaluation is live

    Every build now carries a two-tier grade. Tier 1 measures the artifact deterministically — how much of the screen moves, whether it responds to input, console and JS errors — and Tier 2 hands those measurements plus a capture to a vision model for the final verdict.

    claude-opus-4.8 — 3D solar system CLEAN
    claude-opus-4.8
    deepseek-v4-pro — 3D solar system CLEAN
    deepseek-v4-pro
    claude-opus-4.8 — Fluid simulation PARTIAL
    claude-opus-4.8
    deepseek-v4-flash — Fluid simulation BLANK
    deepseek-v4-flash
    Read update →
  6. New Prompts

    New prompt: Fluid simulation

    A real-time WebGL fluid sim in one file — the hardest prompt in the set so far.

    deepseek-v4-pro — Fluid simulation CLEAN
    deepseek-v4-pro
    glm-5 — Fluid simulation CLEAN
    glm-5
    minimax-m2.7 — Fluid simulation CLEAN
    minimax-m2.7
    claude-opus-4.8 — Fluid simulation PARTIAL
    claude-opus-4.8
    Read update →